
import pickle
import shutil
import tempfile
import unittest

from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


__lowerCAmelCase     :	List[Any]       			=  get_tests_dir('fixtures/test_sentencepiece.model')




@require_sentencepiece
@require_tokenizers
class 			UpperCAmelCase_     (					_A    ,			unittest.TestCase	):


  '''simple docstring'''







  a__       			=						XGLMTokenizer
  a__       			=						XGLMTokenizerFast
  a__       			=						True
  a__       			=						True
  def 				_lowercase				(					self     :					int       )     ->      Dict:







    """simple docstring"""






    super().setUp()

    # We have a SentencePiece fixture for testing
    __magic_name__								=			XGLMTokenizer(UpperCamelCase__     ,				keep_accents=UpperCamelCase__       )
    tokenizer.save_pretrained(self.tmpdirname       )
  def 				_lowercase				(					self     :					Dict       )     ->      int:







    """simple docstring"""






    __magic_name__								=			"""<pad>"""
    __magic_name__								=			1

    self.assertEqual(self.get_tokenizer()._convert_token_to_id(UpperCamelCase__       )     ,				UpperCamelCase__       )
    self.assertEqual(self.get_tokenizer()._convert_id_to_token(UpperCamelCase__       )     ,				UpperCamelCase__       )
  def 				_lowercase				(					self     :					Any       )     ->      Tuple:







    """simple docstring"""






    __magic_name__								=			list(self.get_tokenizer().get_vocab().keys()       )

    self.assertEqual(vocab_keys[0]     ,				"""<s>"""       )
    self.assertEqual(vocab_keys[1]     ,				"""<pad>"""       )
    self.assertEqual(len(UpperCamelCase__       )     ,				1008       )
  def 				_lowercase				(					self     :					Tuple       )     ->      Union[str, Any]:







    """simple docstring"""






    self.assertEqual(self.get_tokenizer().vocab_size     ,				1008       )
  def 				_lowercase				(					self     :					int       )     ->      Any:







    """simple docstring"""






    __magic_name__								=			XGLMTokenizer(UpperCamelCase__     ,				keep_accents=UpperCamelCase__       )

    __magic_name__								=			tokenizer.tokenize("""This is a test"""       )
    self.assertListEqual(UpperCamelCase__     ,				["""▁This""", """▁is""", """▁a""", """▁t""", """est"""]       )

    self.assertListEqual(
        tokenizer.convert_tokens_to_ids(UpperCamelCase__       )     ,				[value + tokenizer.fairseq_offset for value in [285, 46, 10, 170, 382]]     ,				)

    __magic_name__								=			tokenizer.tokenize("""I was born in 92000, and this is falsé."""       )
    self.assertListEqual(
        UpperCamelCase__     ,				[
            SPIECE_UNDERLINE + """I""",
            SPIECE_UNDERLINE + """was""",
            SPIECE_UNDERLINE + """b""",
            """or""",
            """n""",
            SPIECE_UNDERLINE + """in""",
            SPIECE_UNDERLINE + """""",
            """9""",
            """2""",
            """0""",
            """0""",
            """0""",
            """,""",
            SPIECE_UNDERLINE + """and""",
            SPIECE_UNDERLINE + """this""",
            SPIECE_UNDERLINE + """is""",
            SPIECE_UNDERLINE + """f""",
            """al""",
            """s""",
            """é""",
            """.""",
        ]     ,				)
    __magic_name__								=			tokenizer.convert_tokens_to_ids(UpperCamelCase__       )
    self.assertListEqual(
        UpperCamelCase__     ,				[
            value + tokenizer.fairseq_offset
            for value in [8, 21, 84, 55, 24, 19, 7, 2, 602, 347, 347, 347, 3, 12, 66, 46, 72, 80, 6, 2, 4]
        ]     ,				)

    __magic_name__								=			tokenizer.convert_ids_to_tokens(UpperCamelCase__       )
    self.assertListEqual(
        UpperCamelCase__     ,				[
            SPIECE_UNDERLINE + """I""",
            SPIECE_UNDERLINE + """was""",
            SPIECE_UNDERLINE + """b""",
            """or""",
            """n""",
            SPIECE_UNDERLINE + """in""",
            SPIECE_UNDERLINE + """""",
            """<unk>""",
            """2""",
            """0""",
            """0""",
            """0""",
            """,""",
            SPIECE_UNDERLINE + """and""",
            SPIECE_UNDERLINE + """this""",
            SPIECE_UNDERLINE + """is""",
            SPIECE_UNDERLINE + """f""",
            """al""",
            """s""",
            """<unk>""",
            """.""",
        ]     ,				)
  @cached_property
  def 				_lowercase				(					self     :					Union[str, Any]       )     ->      Optional[Any]:







    """simple docstring"""






    return XGLMTokenizer.from_pretrained("""facebook/xglm-564M"""       )
  def 				_lowercase				(					self     :					Optional[int]       )     ->      List[str]:







    """simple docstring"""






    with tempfile.NamedTemporaryFile() as f:
      shutil.copyfile(UpperCamelCase__     ,				f.name       )
      __magic_name__								=			XGLMTokenizer(f.name     ,				keep_accents=UpperCamelCase__       )
      __magic_name__								=			pickle.dumps(UpperCamelCase__       )
    pickle.loads(UpperCamelCase__       )
  def 				_lowercase				(					self     :					int       )     ->      Optional[Any]:







    """simple docstring"""






    if not self.test_rust_tokenizer:
      return

    __magic_name__								=			self.get_tokenizer()
    __magic_name__								=			self.get_rust_tokenizer()

    __magic_name__								=			"""I was born in 92000, and this is falsé."""

    __magic_name__								=			tokenizer.tokenize(UpperCamelCase__       )
    __magic_name__								=			rust_tokenizer.tokenize(UpperCamelCase__       )
    self.assertListEqual(UpperCamelCase__     ,				UpperCamelCase__       )

    __magic_name__								=			tokenizer.encode(UpperCamelCase__     ,				add_special_tokens=UpperCamelCase__       )
    __magic_name__								=			rust_tokenizer.encode(UpperCamelCase__     ,				add_special_tokens=UpperCamelCase__       )
    self.assertListEqual(UpperCamelCase__     ,				UpperCamelCase__       )

    __magic_name__								=			self.get_rust_tokenizer()
    __magic_name__								=			tokenizer.encode(UpperCamelCase__       )
    __magic_name__								=			rust_tokenizer.encode(UpperCamelCase__       )
    self.assertListEqual(UpperCamelCase__     ,				UpperCamelCase__       )
  @slow
  def 				_lowercase				(					self     :					int       )     ->      Optional[int]:







    """simple docstring"""






    __magic_name__								=			"""Hello World!"""
    __magic_name__								=			[2, 3_1227, 4447, 35]

    self.assertListEqual(UpperCamelCase__     ,				self.big_tokenizer.encode(UpperCamelCase__       )       )
  @slow
  def 				_lowercase				(					self     :					str       )     ->      int:







    """simple docstring"""






    __magic_name__								=			(
        """This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) \" [ ] ! : - . Also we will"""
        """ add words that should not exsist and be tokenized to unk, such as saoneuhaoesuth"""
    )
    # fmt: off
    __magic_name__								=			[2, 1018, 67, 11, 1988, 2617, 5631, 278, 11, 3407, 48, 7_1630, 2_8085, 4, 3234, 157, 13, 6, 5, 6, 4, 3526, 768, 15, 659, 57, 298, 3983, 864, 129, 21, 6, 5, 1_3675, 377, 652, 7580, 1_0341, 155, 2817, 422, 1666, 7, 1674, 53, 113, 20_2277, 1_7892, 33, 60, 87, 4, 3234, 157, 61, 2667, 5_2376, 19, 88, 23, 735]
    # fmt: on

    self.assertListEqual(UpperCamelCase__     ,				self.big_tokenizer.encode(UpperCamelCase__       )       )





  @slow
  def 				_lowercase				(					self     :					Optional[int]       )     ->      Any:







    """simple docstring"""






    __magic_name__								=			{
        """input_ids""": [[2, 10_8825, 1163, 15, 8_8010, 473, 1_5898, 157, 1_3672, 1857, 312, 8, 23_8021, 1163, 53, 1_3672, 1857, 312, 8, 5_3283, 18_2396, 8, 1_8566, 16, 3_6733, 4101, 8, 230, 24_4017, 12_2553, 7, 15, 13_2597, 4, 293, 1_2511, 7610, 4, 3414, 13_2597, 9, 4, 3_2361, 362, 4, 734, 2_8512, 3_2569, 18, 4, 3_2361, 2_6096, 1_4982, 73, 1_8715, 2_1433, 23_5261, 15, 492, 1_2427, 16, 53, 1_8715, 2_1433, 6_5454, 15, 2_3659, 563, 16, 278, 597, 2843, 595, 7931, 18_2396, 6_4186, 22, 886, 595, 13_2981, 53, 2_5540, 3449, 4_3982, 3_9901, 5951, 878, 330, 4, 2_7694, 8_0269, 312, 53, 6517, 1_1780, 611, 2_0408, 5], [2, 6, 13_2597, 67, 4_2897, 33, 592, 8, 16_3729, 2_5540, 361, 13_6997, 10_9514, 17_3230, 7, 501, 60, 10_2913, 196, 5631, 235, 6_3243, 473, 6, 23_1757, 74, 5277, 7905, 53, 3095, 3_7317, 22, 454, 18_3874, 5], [2, 268, 3_1298, 4_6530, 6, 13_2935, 4_3831, 7, 597, 32, 24, 3688, 9865, 5]],
        """attention_mask""": [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]
    }  # noqa: E501
    # fmt: on

    self.tokenizer_integration_test_util(
        expected_encoding=UpperCamelCase__     ,				model_name="""facebook/xglm-564M"""     ,				padding=UpperCamelCase__     ,				)



from ...configuration_utils import PretrainedConfig
from ...utils import logging


__lowerCAmelCase     :	Dict       			=  logging.get_logger(__name__)

__lowerCAmelCase     :	int       			=  {
    'microsoft/trocr-base-handwritten': (
        'https://huggingface.co/microsoft/trocr-base-handwritten/resolve/main/config.json'
    ),
    # See all TrOCR models at https://huggingface.co/models?filter=trocr
}




class 			UpperCAmelCase_     (					_A	):


  '''simple docstring'''







  a__       			=						"""trocr"""
  a__       			=						["""past_key_values"""]
  a__       			=						{
      """num_attention_heads""": """decoder_attention_heads""",
      """hidden_size""": """d_model""",
      """num_hidden_layers""": """decoder_layers""",
  }
  def __init__(					self     :					Dict     ,				UpperCamelCase__     :					Optional[Any]=5_0265     ,				UpperCamelCase__     :					int=1024     ,				UpperCamelCase__     :					int=12     ,				UpperCamelCase__     :					List[Any]=16     ,				UpperCamelCase__     :					Union[str, Any]=4096     ,				UpperCamelCase__     :					List[Any]="gelu"     ,				UpperCamelCase__     :					Optional[int]=512     ,				UpperCamelCase__     :					Optional[Any]=0.1     ,				UpperCamelCase__     :					int=0.0     ,				UpperCamelCase__     :					str=0.0     ,				UpperCamelCase__     :					Optional[int]=2     ,				UpperCamelCase__     :					List[str]=0.02     ,				UpperCamelCase__     :					Dict=0.0     ,				UpperCamelCase__     :					List[str]=True     ,				UpperCamelCase__     :					str=False     ,				UpperCamelCase__     :					List[str]=True     ,				UpperCamelCase__     :					Tuple=True     ,				UpperCamelCase__     :					str=1     ,				UpperCamelCase__     :					Union[str, Any]=0     ,				UpperCamelCase__     :					List[str]=2     ,				**UpperCamelCase__     :					Tuple     ,				)     ->      Dict:







    """simple docstring"""






    __magic_name__								=			vocab_size
    __magic_name__								=			d_model
    __magic_name__								=			decoder_layers
    __magic_name__								=			decoder_attention_heads
    __magic_name__								=			decoder_ffn_dim
    __magic_name__								=			activation_function
    __magic_name__								=			max_position_embeddings
    __magic_name__								=			dropout
    __magic_name__								=			attention_dropout
    __magic_name__								=			activation_dropout
    __magic_name__								=			init_std
    __magic_name__								=			decoder_layerdrop
    __magic_name__								=			use_cache
    __magic_name__								=			scale_embedding
    __magic_name__								=			use_learned_position_embeddings
    __magic_name__								=			layernorm_embedding

    super().__init__(
        pad_token_id=UpperCamelCase__     ,				bos_token_id=UpperCamelCase__     ,				eos_token_id=UpperCamelCase__     ,				decoder_start_token_id=UpperCamelCase__     ,				**UpperCamelCase__     ,				)

